Drift is detected for 28.57% of features (4 out of 14). Dataset Drift is NOT detected.
Feature
Type
Reference Distribution
Current Distribution
Data Drift
Stat Test
Drift Score
price_lognum
Not DetectedWasserstein distance (normed)0.0916
predictionnum
Not DetectedWasserstein distance (normed)0.098652
yr_builtnum
DetectedWasserstein distance (normed)0.440225
bathroomsnum
DetectedWasserstein distance (normed)0.240285
sqft_abovenum
DetectedWasserstein distance (normed)0.170193
sqft_livingnum
DetectedWasserstein distance (normed)0.111013
sqft_basementnum
Not DetectedWasserstein distance (normed)0.084335
gradecat
Not DetectedJensen-Shannon distance0.077447
sqft_living15num
Not DetectedWasserstein distance (normed)0.066832
bedroomsnum
Not DetectedWasserstein distance (normed)0.04747